INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/119', architecture='escape_chain', number_of_states=24, log_f='trainig_log', no_mean=0, threads=1, fit='d', training_opt=[10, 500, 100], opt_options=[1e-06, 1e-06, 15000.0, 10.0])
INFO:root:Best Optimization Result for iteration 0 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 15.23322172809282
        x: [-1.500e+01 -1.500e+01 ... -1.773e-01 -6.411e+00]
      nit: 36
      jac: [ 1.776e-07  1.776e-07 ... -1.297e-05  1.215e-04]
     nfev: 1128
     njev: 47
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 1 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 15.233158246685571
        x: [-1.500e+01 -1.500e+01 ... -1.770e-01 -7.134e+00]
      nit: 35
      jac: [ 1.776e-07  1.776e-07 ... -3.197e-06  5.880e-05]
     nfev: 1032
     njev: 43
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 2 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 15.233175237115546
        x: [-1.500e+01 -1.500e+01 ... -1.771e-01 -6.835e+00]
      nit: 38
      jac: [ 3.553e-07  3.553e-07 ... -4.796e-06  7.958e-05]
     nfev: 1248
     njev: 52
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 3 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 15.233157833115122
        x: [-1.500e+01 -1.500e+01 ... -1.769e-01 -7.226e+00]
      nit: 31
      jac: [ 1.776e-07  1.776e-07 ... -3.553e-07  5.382e-05]
     nfev: 1008
     njev: 42
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 4 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 15.233306268937977
        x: [-1.500e+01 -1.498e+01 ... -1.770e-01 -6.830e+00]
      nit: 35
      jac: [ 3.553e-07  3.553e-07 ... -7.105e-07  8.011e-05]
     nfev: 1104
     njev: 46
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 5 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 15.233134430686668
        x: [-1.500e+01 -1.500e+01 ... -1.771e-01 -7.646e+00]
      nit: 32
      jac: [ 1.776e-07  1.776e-07 ... -4.263e-06  3.553e-05]
     nfev: 1008
     njev: 42
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 6 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 15.233157655388545
        x: [-1.500e+01 -1.500e+01 ... -1.712e-01 -7.203e+00]
      nit: 35
      jac: [ 1.776e-07  1.776e-07 ...  1.927e-04  5.507e-05]
     nfev: 1056
     njev: 44
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 7 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 15.233165702074821
        x: [-1.500e+01 -1.500e+01 ... -1.767e-01 -6.981e+00]
      nit: 36
      jac: [ 1.776e-07  1.776e-07 ...  9.059e-06  6.857e-05]
     nfev: 1152
     njev: 48
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 8 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 15.233154646154917
        x: [-1.500e+01 -1.500e+01 ... -1.774e-01 -7.233e+00]
      nit: 36
      jac: [ 3.553e-07  3.553e-07 ... -1.581e-05  5.347e-05]
     nfev: 1248
     njev: 52
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 9 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 15.233134745101907
        x: [-1.500e+01 -1.500e+01 ... -1.765e-01 -7.595e+00]
      nit: 34
      jac: [ 0.000e+00  0.000e+00 ...  1.492e-05  3.713e-05]
     nfev: 1104
     njev: 46
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
